| 2026 | LREC | MaskedVerbalizer: Automatic Verbalizer Construction for Few-Shot Text Classification in Low-Resource Right-to-Left Languages. | Faizad Ullah, Furqan Sikandar, Areeba Waqar, Faizan Ali, Muhammad Sohaib Ayub, Mubashar Mushtaq, Asim Karim |
| 2026 | WWW | GreenWebInspector: A Tool for Real-Time Web Energy Efficiency Assessment. | Muhammad Sohaib Ayub, Umair ul Hassan, Imdad Ullah Khan, Edward Curry |
| 2024 | COLING | UrduMASD: A Multimodal Abstractive Summarization Dataset for Urdu. | Ali Faheem, Faizad Ullah, Muhammad Sohaib Ayub, Asim Karim |
| 2024 | COLING | Detecting Cybercrimes in Accordance with Pakistani Law: Dataset and Evaluation Using PLMs. | Faizad Ullah, Ali Faheem, Ubaid Azam, Muhammad Sohaib Ayub, Faisal Kamiran, Asim Karim |
| 2024 | ICONIP | Enhanced Facial Emotion Detection Models Utilizing Geometry-Based Features for Superior Human-Computer Interaction. | Shafiq Alam, Muhammad Sohaib Ayub, Rohan Sathasivam, Muhammad Asad Khan |
| 2023 | ACIIDS | Towards Developing an Automated Chatbot for Predicting Legal Case Outcomes: A Deep Learning Approach. | Shafiq Alam, Rohit Pande, Muhammad Sohaib Ayub, Muhammad Asad Khan |
| 2018 | ICSE | Efficiently finding minimal failing input in MapReduce programs. | Muhammad Sohaib Ayub, Junaid Haroon Siddiqui |
| 2017 | ISSRE | Experience Report: Verifying MPI Java Programs Using Software Model Checking. | Muhammad Sohaib Ayub, Waqas ur Rehman, Junaid Haroon Siddiqui |
| 2016 | PPoPP | Verification of MPI Java programs using software model checking. | Waqas ur Rehman, Muhammad Sohaib Ayub, Junaid Haroon Siddiqui |
| 2012 | PDCAT | Towards Efficient Support for Parallel I/O in Java HPC. | Ammar Ahmad Awan, Muhammad Sohaib Ayub, Aamir Shafi, Sungyoung Lee |